Conference programme

17th International Conference on Big Data Analytics and Knowledge Discovery (DaWaK 2015 )

     
    September 2, 2015
    10:00 - 11:30

    DaWaK - Session 1 : Similarity Measure and Clustering

    Location : 7 (Lecture Hall 7)

    Session Chair : Stephane Bressan

  • Determining Query Readiness for Structured Data
    Farid Alborzi, Rada Chirkova, Jon Doyle, Yahya Fathi

  • Efficient Cluster Detection by Ordered Neighborhoods
    Emin Aksehirli, Bart Goethals, Emmanuel Mueller

  • Unsupervised Semantic and Syntactic Based Classification of Scientific Citations
    Mohammad Abdullatif, Yun Sing Koh, Gillian Dobbie

  •  
    September 2, 2015
    11:30 - 12:00

    Coffee break

     
    September 2, 2015
    12:00 - 13:00

    Keynote Talk

    Location : 1 (Lecture Hall 1)

    Session Chair : Abdelkader Hameurlain

  • "SQL, NoSQL, and Next Generation Data Stores"

    Shahram Ghandeharizadeh, USC Database Laboratory


  •  
    September 2, 2015
    13:00 - 14:30

    Lunch

     
    September 2, 2015
    14:30 - 16:00

    DaWaK - Session 2 : Data Mining I

    Location : 7 (Lecture Hall 7)

    Session Chair : Frans Coenen

  • HI-Tree: Mining High Influence Patterns Using External and Internal Utility Values
    Yun Sing Koh, Russel Pears

  • Balancing Tree Size and Accuracy in Fast Approximate Mining of Uncertain Frequent Patterns
    Carson K. Leung, Richard Kyle MacKinnon

  • Secure outsourced frequent pattern mining by fully homomorphic encryption
    Junqiang Liu, Jiuyong Li, Shijian Xu, Benjamin Fung

  •  
    September 2, 2015
    16:00 - 16:30

    Coffee break

     
    September 2, 2015
    16:30 - 18:00

    DaWaK - Session 3 : Data Mining II

    Location : 7 (Lecture Hall 7)

    Session Chair : Carson K. Leung

  • Supervised Evaluation of Top-k Itemset Mining Algorithms
    Claudio Lucchese, Salvatore Orlando, Raffaele Perego

  • Finding Banded Patterns in Data: The Banded Pattern Mining Algorithm
    Fatimah Abdullahi, Frans Coenen, Russell Martin

  • Discrimination-Aware Association Rule Mining for Unbiased Data Analytics
    Ling Luo, Wei Liu, Irena Koprinska, Fang Chen

  •  
    September 3, 2015
    10:00 - 11:30

    DaWaK - Session 4 : Social Computing

    Location : 7 (Lecture Hall 7)

  • Big Data Analytics of Social Networks for the Discovery of "Following" Patterns
    Carson K. Leung, Fan Jiang

  • Sentiment Extraction from Tweets: Multilingual Challenges
    Nantia Makrynioti, Vasilis Vassalos

  • TiDE: Template-Independent Discourse Data Extraction
    Jayendra Barua, Dhaval Patel, Vikram Goyal

  •  
    September 3, 2015
    11:30 - 12:00

    Coffee break

     
    September 3, 2015
    12:00 - 13:00

    Keynote Talk

    Location : 1 (Lecture Hall 1)

    Session Chair : Hendrik Decker

  • "Pattern Recognition in Embedded Systems: an Overview"

    Juan-Carlos Perez-Cortes, Universidad Politecnica de Valencia (UPV), Spain


  •  
    September 3, 2015
    13:00 - 14:30

    Lunch

     
    September 3, 2015
    14:30 - 16:00

    DaWaK - Session 5 : Heterogeneous Networks and Data

    Location : 7 (Lecture Hall 7)

    Session Chair : Pedro Furtado

  • A New Relevance Measure for Heterogeneous Networks
    Mukul Gupta, Pradeep Kumar, Bharat Bhasker

  • UFOMQ: An Algorithm for Querying for Similar Individuals in Heterogeneous Ontologies
    Yinuo Zhang, Anand Panangadan, Viktor Prasanna

  • Semantics-based Multidimensional Query over Sparse Data Marts
    Claudia Diamantini, Domenico Potena, Emanuele Storti

  •  
    September 3, 2015
    16:00 - 16:30

    Coffee break

     
    September 3, 2015
    16:30 - 18:30

    DaWaK - Session 6 : Data Warehouses

    Location : 7 (Lecture Hall 7)

    Session Chair : Alfredo Cuzzocrea

  • Automatically Tailoring Semantics-enabled Dimensions for Movement Data Warehouses
    Juarez Angelo Piazza Sacenti, Fabio Salvini, Renato Fileto, Alessandra Raffaeta', Alessandro Roncato

  • Real-time Snapshot Maintenance with Incremental ETL Pipelines in Data Warehouses
    Weiping Qu, Vinanthi Basavaraj, Sahana Shankar, Stefan Dessloch

  • Eco-Processing of OLAP Complex Queries
    Amine Roukh, Ladjel Bellatreche

  • Materializing Baseline Views for Deviation Detection Exploratory OLAP
    Pedro Furtado, Nicolas Labroche, Patrick Marcel, Sergi Nadal, Veronika Peralta, Mahfoud Djedaini

  •  
    September 4, 2015
    10:00 - 13:00

    DaWaK - Session 7A : Stream Processing

    Location : 7 (Lecture Hall 7)

    Session Chair : Gill Dobbie

  • Binary Shapelet Transform for Multiclass Time Series Classification
    Aaron Bostrom, Anthony Bagnall

  • StreamXM: An Adaptive Partitional Clustering Solution for Evolving Data Streams
    Robert Anderson, Yun Sing Koh

  • Data Stream Mining with Limited Validation Opportunity: Towards Instrument Failure Prediction
    Frans Coenen, Katie Atkinson, Phil Goddard, Payne Terry, Riley Luke

  • Distributed Classification of Data Streams: An Adaptive Technique
    Alfredo Cuzzocrea, Mohamed Medhat Gaber, Ary Mazharuddin Shiddiqi

  • New Word Detection and Tagging on Chinese Twitter Stream
    Yuzhi Yuzhi Liang, Pengcheng Yin, S.M. Yiu

  •  
    September 4, 2015
    10:00 - 11:30

    DaWaK - Session 7B : Applications of Big Data Analysis

    Location : 4 (Lecture Hall 4)

    Session Chair : Josef Küng

  • Text Categorization for Deriving the Application Quality in Enterprises using Ticketing Systems
    Thomas Zinner, Susanna Schwarzmann, Florian Lemmerich, Matthias Hirth, Peter Karg, Andreas Hotho

  • MultiSpot: Spotting sentiments with semantic aware multilevel cascaded analysis
    Despoina Chatzakou, Nikolaos Passalis, Athena Vakali

  • Online urban mobility detection based on Velocity features
    Fernando Terroso-Saenz, Mercedes Valdes-Vela, Antonio F. Skarmeta-Gomez

  •  
    September 4, 2015
    11:30 - 12:00

    Coffee break

     
    September 4, 2015
    13:00 - 14:30

    Lunch

     
    September 4, 2015
    14:30 - 17:00

    DaWaK - Session 8 : Big Data

    Location : 7 (Lecture Hall 7)

    Session Chair : Sanjay Madria

  • Partition and Conquer: Map/Reduce way of Substructure Discovery
    Soumyava Das, Sharma Chakravarthy

  • Not Only SQL Implementation of multidimensional database
    Chevalier Max, El malki Mohammed, Akopliku Arlind, Teste Olivier, Tournier Ronan

  • A graph-based concept discovery method for n-ary relations
    Nazmiye Ceren Abay, Alev Mutlu, Pinar Karagoz

  • Exact Detection of Information Leakage In Database Access Control
    Farid Alborzi, Rada Chirkova, Ting Yu

  •  
    September 4, 2015
    16:00 - 16:30

    Coffee break